Bibliographic record
Abstract
Introduction: Gender and Family in East Asia, Angela Wai Ching WONG, Maria Siumi TAM, and Danning WANG Part I: Marriage and Motherhood 1. Transforming the Gendered Organization of Childcare: Experiences of Three Generations of Rural Mothers in an Inland Chinese Village (1940s-2006), Yuqin HUANG 2. Going Back to Traditional Ethics? The Importance of Marriage for Female College Graduates in Japan from 1995 to 2010, Kiyoko YAMAGUCHI 3. Behind The Family's Common Interest: Battles Between Korean Entrepreneur Couples, Seyoung KANG 4. In the Name of the Father? The Law and Social Norms of Children's Surnames in Taiwan, Yun Hsien Diana LIN Part II: Migration 5. The Implication of Labor Migration for Left-behind Married Miao Women in a Poor Village in Guizhou, Pui Yim Ada LAI 6. Making A Productive Home: How Chinese Immigrant Women Do Wai Ling WONG 7. Gender, Family, and Work: Examining the Transnational Migration Processes of Chinese Immigrant Women in Canada, Guida MAN 8.T ransnational Duties: Marriage and Family Practices among Indian Migrants in Hong Kong, Maria Siumi TAM Part III: Religion and Family 9. Islamic Menhuan System, Patrilineal Family, and Gender Relations of Dongxiang People in Gansu, China, Ke MAN 10. Theorizing Women's Agency: Women's Religious Negotiation with Marginal Families in Chinese Society, Wai Ching Angela WONG 11. Women, Mourning, and the Ritual for the Death of Family, Seongnae KIM 11. Conclusion: Marriages and Families in Asia: Something Old and Something New?, Laurel KENDALL
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".